Period
to 13 November 2018

The following table provides summary statistics for permanent job vacancies advertised in the North West with a requirement for RESTful skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited RESTful over the 6 months to 13 November 2018 with a comparison to the same period in the previous 2 years.

RESTful
England > North West
6 months to
13 Nov 2018
Same period 2017 Same period 2016
Rank 56 60 94
Rank change year-on-year +4 +34 +5
Permanent jobs citing RESTful 555 656 395
As % of all permanent IT jobs advertised in the North West 4.75% 4.97% 3.21%
As % of the Libraries, Frameworks & Software Standards category 12.46% 11.17% 7.68%
Number of salaries quoted 499 563 385
North West median annual salary £50,000 £42,500 £42,500
Median salary % change year-on-year +17.65% - -
10th Percentile £32,500 £28,750 £27,500
90th Percentile £63,750 £67,500 £57,500
England median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - -

RESTful is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the North West with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
North West
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 4,454 5,875 5,140
As % of all permanent IT jobs advertised in the North West 38.08% 44.47% 41.80%
Number of salaries quoted 3,734 4,887 4,477
North West median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £28,500 £27,500 £26,250
90th Percentile £66,250 £62,500 £58,750
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% +5.56%

RESTful
Job Vacancy Trend in the North West

Job postings citing RESTful as a percentage of all IT jobs advertised in the North West.

Job vacancy trend for RESTful in the North West

RESTful
Salary Trend in the North West

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing RESTful in the North West.

Salary trend for RESTful in the North West

RESTful
Salary Histogram in the North West

The salary distribution of IT jobs citing RESTful in the North West over the 6 months to 13 November 2018.

Salary histogram for RESTful in the North West

RESTful
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing RESTful within the North West region over the 6 months to 13 November 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester +13 425 £50,000 +17.65% 69
Cheshire -55 63 £55,000 +22.22% 18
Merseyside +10 38 £37,500 -6.25% 17
Lancashire -6 25 £37,500 +7.14% 6
RESTful
England

For the 6 months to 13 November 2018, IT jobs citing RESTful also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the North West region with a requirement for RESTful.

1 410 (73.87%) Agile Software Development
2 316 (56.94%) C#
3 290 (52.25%) TDD
4 283 (50.99%) .NET
5 279 (50.27%) JavaScript
6 250 (45.05%) MVC
7 227 (40.90%) AngularJS
8 222 (40.00%) SQL Server
9 220 (39.64%) ASP.NET
10 198 (35.68%) ASP.NET Web API
10 198 (35.68%) ASP.NET MVC
11 192 (34.59%) Continuous Integration
12 187 (33.69%) BDD
13 176 (31.71%) Scrum
14 165 (29.73%) Java
14 165 (29.73%) Git (software)
15 156 (28.11%) CSS
16 155 (27.93%) HTML
17 147 (26.49%) SQL Server 2016
18 142 (25.59%) WCF
19 133 (23.96%) Node.js
20 128 (23.06%) Web Application Development
21 127 (22.88%) OO
22 122 (21.98%) SQL
23 120 (21.62%) Web Services
24 117 (21.08%) NoSQL
25 107 (19.28%) Dependency Injection
25 107 (19.28%) React
26 99 (17.84%) Software Engineering
27 97 (17.48%) Finance

RESTful
Co-occurring IT Skills in the North West by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 13 (2.34%) Cloud Foundry
1 13 (2.34%) Elasticsearch
2 7 (1.26%) IIS
3 6 (1.08%) Adobe Experience Manager
3 6 (1.08%) Apache Spark
3 6 (1.08%) CMS
4 5 (0.90%) Apache Pig
5 4 (0.72%) Apache Solr
5 4 (0.72%) nginx
5 4 (0.72%) WebSphere
6 3 (0.54%) Sitecore CMS
6 3 (0.54%) WebLogic
7 2 (0.36%) JBoss
7 2 (0.36%) Jetty
7 2 (0.36%) Tomcat
7 2 (0.36%) WordPress
8 1 (0.18%) Apache
8 1 (0.18%) NServiceBus
Applications
1 1 (0.18%) S-PLUS
Business Applications
1 4 (0.72%) Dynamics CRM
2 2 (0.36%) Magento
Cloud Services
1 81 (14.59%) Amazon AWS
2 77 (13.87%) Microsoft Azure
3 18 (3.24%) GitHub
3 18 (3.24%) SaaS
4 12 (2.16%) Google Cloud Platform
5 9 (1.62%) npm
6 7 (1.26%) Amazon EC2
6 7 (1.26%) Amazon ElastiCache
7 6 (1.08%) Amazon S3
8 5 (0.90%) Yarn
9 4 (0.72%) AWS CloudFormation
9 4 (0.72%) AWS Elastic Beanstalk
10 3 (0.54%) Cloud Computing
11 2 (0.36%) Amazon SQS
11 2 (0.36%) PaaS
11 2 (0.36%) Serverless
12 1 (0.18%) AWS CodePipeline
12 1 (0.18%) Azure Functions
12 1 (0.18%) Dynamics 365
12 1 (0.18%) Google Play
Communications & Networking
1 92 (16.58%) Internet
2 27 (4.86%) HTTP
3 26 (4.68%) Hyperconnected
4 17 (3.06%) SSL
5 12 (2.16%) Bluetooth
5 12 (2.16%) Wi-Fi
6 7 (1.26%) AMQP
7 4 (0.72%) TCP/IP
8 3 (0.54%) Broadband
8 3 (0.54%) Intranet
8 3 (0.54%) WAN
9 2 (0.36%) DNS
9 2 (0.36%) Network Security
9 2 (0.36%) PPP
9 2 (0.36%) SSH
Database & Business Intelligence
1 222 (40.00%) SQL Server
2 147 (26.49%) SQL Server 2016
3 117 (21.08%) NoSQL
4 78 (14.05%) MongoDB
5 50 (9.01%) MySQL
6 39 (7.03%) PostgreSQL
7 26 (4.68%) Apache Cassandra
8 21 (3.78%) Relational Database
9 20 (3.60%) Neo4j
10 14 (2.52%) Big Data
11 13 (2.34%) Redis
12 11 (1.98%) Hadoop
13 10 (1.80%) Blockchain
14 7 (1.26%) Amazon RDS
14 7 (1.26%) Data Warehouse
14 7 (1.26%) RDBMS
15 6 (1.08%) SQL Server 2014
15 6 (1.08%) SQL Server Integration Services
15 6 (1.08%) SQL Server Reporting Services
16 5 (0.90%) MariaDB
Development Applications
1 165 (29.73%) Git (software)
2 43 (7.75%) Visual Studio
3 37 (6.67%) NUnit
4 29 (5.23%) Gradle
4 29 (5.23%) Jenkins
4 29 (5.23%) MSTest
5 28 (5.05%) Maven
6 27 (4.86%) Selenium
7 25 (4.50%) JIRA
8 24 (4.32%) JUnit
9 22 (3.96%) Mockito
10 21 (3.78%) GitLab
10 21 (3.78%) Team Foundation Server
11 18 (3.24%) Protractor
11 18 (3.24%) TeamCity
12 17 (3.06%) Ant
13 16 (2.88%) Cucumber
13 16 (2.88%) Jasmine
14 14 (2.52%) gulp
15 11 (1.98%) webpack
General
1 97 (17.48%) Finance
2 58 (10.45%) Games
3 27 (4.86%) Banking
4 17 (3.06%) Retail
5 13 (2.34%) Investment Banking
6 11 (1.98%) Law
7 10 (1.80%) Marketing
8 7 (1.26%) Advertising
9 5 (0.90%) Manufacturing
10 3 (0.54%) Electronics
10 3 (0.54%) Legal
11 2 (0.36%) Automotive
11 2 (0.36%) Music Industry
12 1 (0.18%) Back Office
12 1 (0.18%) Retail Banking
12 1 (0.18%) Telecoms
Job Titles
1 459 (82.70%) Developer
2 205 (36.94%) .NET Developer
3 93 (16.76%) Senior Developer
4 76 (13.69%) C# Developer
5 72 (12.97%) Java Developer
6 62 (11.17%) C# .NET Developer
7 48 (8.65%) Internet Developer
8 37 (6.67%) Software Engineer
9 35 (6.31%) Software Developer
10 34 (6.13%) Full Stack Developer
11 32 (5.77%) ASP.NET Developer
11 32 (5.77%) Front End Developer (Client-Side Developer)
12 30 (5.41%) C# ASP.NET Developer
13 27 (4.86%) Agile Developer
14 26 (4.68%) Lead Developer
15 25 (4.50%) Agile C# Developer
15 25 (4.50%) Junior
15 25 (4.50%) Junior Developer
16 21 (3.78%) C# Software Developer
16 21 (3.78%) SQL Developer
Libraries, Frameworks & Software Standards
1 283 (50.99%) .NET
2 227 (40.90%) AngularJS
3 220 (39.64%) ASP.NET
4 198 (35.68%) ASP.NET MVC
4 198 (35.68%) ASP.NET Web API
5 156 (28.11%) CSS
6 155 (27.93%) HTML
7 142 (25.59%) WCF
8 133 (23.96%) Node.js
9 120 (21.62%) Web Services
10 107 (19.28%) React
11 87 (15.68%) SOAP
12 71 (12.79%) JSON
13 69 (12.43%) .NET Framework
13 69 (12.43%) Twitter Bootstrap
14 67 (12.07%) KnockoutJS
14 67 (12.07%) Spring
15 65 (11.71%) XML
16 63 (11.35%) HTML5
17 58 (10.45%) jQuery
Miscellaneous
1 50 (9.01%) Computer Science
2 47 (8.47%) User Experience
3 36 (6.49%) Greenfield Project
4 20 (3.60%) BBC
4 20 (3.60%) Mobile App
4 20 (3.60%) Social Media
5 14 (2.52%) Analytical Skills
6 12 (2.16%) PMI
7 11 (1.98%) Mainframe
8 10 (1.80%) Arduino
9 8 (1.44%) Fintech
10 7 (1.26%) Animation
11 6 (1.08%) Algorithms
12 5 (0.90%) Enterprise Software
13 4 (0.72%) Blog
13 4 (0.72%) Cloud Native
13 4 (0.72%) Data Structures
13 4 (0.72%) N-Tier
14 3 (0.54%) Cyber Defence
14 3 (0.54%) Cyberattack
Operating Systems
1 32 (5.77%) Android
1 32 (5.77%) Linux
2 28 (5.05%) Apple iOS
3 21 (3.78%) Windows
4 3 (0.54%) Embedded Linux
5 2 (0.36%) Unix
6 1 (0.18%) Ubuntu
Processes & Methodologies
1 410 (73.87%) Agile Software Development
2 290 (52.25%) TDD
3 250 (45.05%) MVC
4 192 (34.59%) Continuous Integration
5 187 (33.69%) BDD
6 176 (31.71%) Scrum
7 128 (23.06%) Web Application Development
8 127 (22.88%) OO
9 107 (19.28%) Dependency Injection
10 99 (17.84%) Software Engineering
11 91 (16.40%) OOP
12 88 (15.86%) DevOps
13 86 (15.50%) Kanban
13 86 (15.50%) Microservices
14 66 (11.89%) Problem-Solving
15 61 (10.99%) SOA
16 55 (9.91%) Unit Testing
17 53 (9.55%) Test Automation
18 49 (8.83%) Web Development
19 48 (8.65%) MVVM
Programming Languages
1 316 (56.94%) C#
2 279 (50.27%) JavaScript
3 165 (29.73%) Java
4 122 (21.98%) SQL
5 95 (17.12%) Ruby
6 59 (10.63%) T-SQL
7 44 (7.93%) Java 8
8 37 (6.67%) PHP
9 36 (6.49%) Python
9 36 (6.49%) TypeScript
10 34 (6.13%) C++
11 24 (4.32%) PL/SQL
12 14 (2.52%) C
12 14 (2.52%) Groovy
13 12 (2.16%) Scala
14 11 (1.98%) Objective-C
15 9 (1.62%) Apple Swift
15 9 (1.62%) Go
16 8 (1.44%) F#
17 7 (1.26%) PHP 5
Qualifications
1 62 (11.17%) Degree
2 28 (5.05%) Computer Science Degree
3 12 (2.16%) PMI Certification
4 10 (1.80%) OCPJP
5 4 (0.72%) DV Cleared
5 4 (0.72%) Master's Degree
5 4 (0.72%) Security Cleared
6 3 (0.54%) SC Cleared
7 2 (0.36%) CESG Certified Professional
7 2 (0.36%) CISSP
7 2 (0.36%) CITP
7 2 (0.36%) IISP
7 2 (0.36%) MBCS
8 1 (0.18%) ISEB
8 1 (0.18%) ISTQB
8 1 (0.18%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 32 (5.77%) QA
2 3 (0.54%) GDPR
3 2 (0.36%) Web Application Security Consortium
4 1 (0.18%) GPG13
4 1 (0.18%) ISO/IEC 27001
System Software
1 51 (9.19%) Docker
2 22 (3.96%) Virtual Machines
3 3 (0.54%) Firmware
Systems Management
1 14 (2.52%) Kubernetes
2 10 (1.80%) Kibana
3 5 (0.90%) Puppet
4 4 (0.72%) Terraform
5 2 (0.36%) Docker Swarm
5 2 (0.36%) Rancher
6 1 (0.18%) Ansible
6 1 (0.18%) logstash
6 1 (0.18%) Opscode Chef
Vendors
1 83 (14.95%) Microsoft
2 55 (9.91%) Google
3 27 (4.86%) Apple
4 26 (4.68%) Facebook
5 20 (3.60%) Sony
5 20 (3.60%) Yahoo!
6 15 (2.70%) Oracle
7 8 (1.44%) Twitter
8 6 (1.08%) Adobe
9 5 (0.90%) Cloudera
9 5 (0.90%) Talend
10 4 (0.72%) Xamarin
11 3 (0.54%) Atlassian
11 3 (0.54%) Sitecore
11 3 (0.54%) Zend
12 2 (0.36%) Cognizant
12 2 (0.36%) Splunk
13 1 (0.18%) Cadence
13 1 (0.18%) IBM
13 1 (0.18%) Pega